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多文档自动文摘综述 被引量:50

Survey of Multi-document Summarization
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摘要 多文档文摘是将同一主题下的多个文本描述的主要的信息按压缩比提炼为一个文本的自然语言处理技术。随着互联网上信息的日益丰富,多文档文摘技术成为新的研究热点。本文介绍了多文档文摘的产生和应用背景,阐述了多文档文摘和其他自然语言处理技术的关系,对多文档文摘国内外研究现状进行了分析,在此基础上汇总提出了多文档文摘研究的基本路线及关键技术,并总结了多文档文摘的未来及发展趋势。 multi-document summarization is a technology of natural languages processing, which extract important information from multiple texts about same topic according to ratio of compression, Multi-document summarization becomes new research spot with increasing of information in internet. In this paper,the background of multi-document summarization is introduced, the relationship with other technologies of natural language processing and the state of arts is analyzed, the key technologies and the methods of research of multi-document summarization are proposed. Finally, the feature of multi-document summarization is forecasted.
出处 《中文信息学报》 CSCD 北大核心 2005年第6期13-20,56,共9页 Journal of Chinese Information Processing
基金 国家自然科学基金重点资助项目(60435020)
关键词 人工智能 自然语言处理 多文档文摘 自然语言处理 文本压缩 artificial intelligence natural language processing multi-document slsmmarization nature languages processing compress of texts
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参考文献25

  • 1Michael White, Tanya Korelsky, Claire Cardie, Vincent Ng, David Pierce and Kiri Wagstaff. Multidocument Summarizatien via Information Extraction[A]. In: Proceedings of the First International Conference on Human Language Technology Research[ C ]. 1998 : 36 - 44.
  • 2Minghui Wang and Hediheko Tanaka. Summarization of Multiple Chinese Technical Articles[A]. In: The First International Conference on Information[C]. Fukuoka, Japan. 2002:16- 19.
  • 3.[EB/OL].http://www-nlpir, nist. gov/projects/duc/index. html.,.
  • 4Chin-Yew Lin, Eduard Hovy. From Single to Multi-document Summarization: A Prototype System and its Evaluation[A]. In Proceeding of the 4Oth Anniversary Meeting of the Association for Computational Linguistics (ACL- 02)[ C ], Philadelphia, USA, 2002:25 - 34.
  • 5Katldeen B. McKeown, Regina Barzilay, David Kirk Evans, etal. Tracking and summarizing news on a daily basis with columbia's newsblaster[ A]. In Proceedings of the Human Language Technology Conference.2002[ C].
  • 6Dragomir R. Radev, Kathleen R. McKeovwn. Generating Natural Languages Summaries from Multiple On-Line Sources[J]. Computational Linguistics. 1998, 24(3) :21 - 29.
  • 7Sanda Harabagiu and Steven Maiorano. Multi-Document Summarization with GISTexter[A] .In: Proceedings of the Third LREC Conference 2002 (LREC 2002)[ C ]. June 2002, Canary Islands, Spain.
  • 8R. Radev, Hongyan Jing and Malgorzata Budzikowska. 2000. Centroid-based summarization of multiple documents:sentence extraction, utility-based evaluation, and user studies [ A ]. In : ANLP/NAACL 2000 Workshop [ C ]. 2000 :21 - 29.
  • 9.[EB/OL].http://www1, es. columbia, edu/~ regina/demo4/.,.
  • 10Naomi Daniel, Dragomir Radev, and Timothy Allison. Sub-event based multi-document summarization[A]. In: HLT NAACL Workshop on Text Summarization[ C]. Edmonton Alberta. Canada. 2003:9- 16.

二级参考文献4

  • 1BURKE R D, HAMMOND K J, KULYUKIN V, et al.Question answering from frequently asked question files:experiences with the FAQ finder systemp [ J ]. AI Magazine,1997, 18:57 -66.
  • 2HATZIVASSILOGLOU V, KLAVANS J L, HOLCOMBE M L, et al. SIMFINDER: A flexible clustering tool for summarization [ A ]. NAACL Workshop on Automatic Summarization[ C]. [ s. 1. ] : Association for Computational Linguistics, 2001.
  • 3董振东 董强.[EB/OL].知网[EB/OL].http://www.keenage.com,.
  • 4郑实福,刘挺,秦兵,李生.自动问答综述[J].中文信息学报,2002,16(6):46-52. 被引量:165

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